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Adding Independent Board Leadership to Maximize Growth

STAT Recovery
ML Software / Retail Supply Chain

The Sector and Company Context

STAT Recovery is a machine learning-based invoice audit software platform helping large retail suppliers optimize revenue by reducing improper deductions and compliance fines from large retailers. STAT has audited over $250 billion in retail transactions, helping to recover $1 billion for its customers.

The Challenge

STAT's founder had built an exceptional product with a strong niche market position, but needed help professionalizing the organization and expanding into adjacent verticals and retailers. The company also needed institutional scaling expertise, strategic board leadership, and a partner who understood how to evolve the business model to produce outsized returns.

Cambridge's Role and Approach

Cambridge structured a majority investment partnership designed to maximize alignment between the founder and the firm. Cambridge recruited an independent board of directors with deep expertise in enterprise software, retail supply chain, and scaling ML companies, including the Chairman of Gordon Brothers, the former Chief Commercial Officer of CH Robinson, and the former SVP Finance (Strategy and Supply Chain) of Walmart.

The Outcome

Under Cambridge's ownership and with the new board's guidance, STAT has accelerated its expansion across multiple retail ecosystems, launched new AI-powered product modules, and significantly increased its customer base and revenue.

The Broader Lesson

Combining founder-friendly deal structures with world-class independent board leadership can unlock significant value in founder-led companies.